Graphic elements for exploring Random Forests using the 'randomForest' or 'randomForestSRC' package for survival, regression and classification forests and 'ggplot2' package plotting. Implements visualisations of the methods described in Breiman (2001) <doi:10.1023/A:1010933404324> and Ishwaran, Kogalur, Blackstone, and Lauer (2008) <doi:10.1214/08-AOAS169>.
| Version: | 2.7.2 |
| Depends: | R (≥ 4.4.0), randomForestSRC (≥ 3.4.0), randomForest |
| Imports: | survival, parallel, tidyr, dplyr, ggplot2, stringr |
| Suggests: | testthat, bookdown, RColorBrewer, MASS, lintr, covr, vdiffr, datasets, rmarkdown, quarto, pkgdown, pkgload, knitr, plotly |
| Published: | 2026-05-02 |
| DOI: | 10.32614/CRAN.package.ggRandomForests |
| Author: | John Ehrlinger [aut, cre] |
| Maintainer: | John Ehrlinger <john.ehrlinger at gmail.com> |
| BugReports: | https://github.com/ehrlinger/ggRandomForests/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/ehrlinger/ggRandomForests, https://ehrlinger.github.io/ggRandomForests/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | ggRandomForests citation info |
| Materials: | README, NEWS |
| CRAN checks: | ggRandomForests results |
| Reference manual: | ggRandomForests.html , ggRandomForests.pdf |
| Vignettes: |
Random Forest Regression with ggRandomForests (source, R code) Random Forest Survival Analysis with ggRandomForests (source, R code) Vignette's Title (source, R code) |
| Package source: | ggRandomForests_2.7.2.tar.gz |
| Windows binaries: | r-devel: ggRandomForests_2.7.2.zip, r-release: not available, r-oldrel: ggRandomForests_2.7.2.zip |
| macOS binaries: | r-release (arm64): ggRandomForests_2.7.2.tgz, r-oldrel (arm64): ggRandomForests_2.7.2.tgz, r-release (x86_64): ggRandomForests_2.7.2.tgz, r-oldrel (x86_64): ggRandomForests_2.7.2.tgz |
| Old sources: | ggRandomForests archive |
Please use the canonical form https://CRAN.R-project.org/package=ggRandomForests to link to this page.